Distributed Nonnegative Tensor Canonical Polyadic Decomposition With Automatic Rank Determination

2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) ◽

10.1109/sam48682.2020.9104278 ◽

2020 ◽

Author(s):

Lei Cheng ◽

Xueke Tong ◽

Yik-Chung Wu

Keyword(s):

Nonnegative Tensor ◽

Canonical Polyadic Decomposition ◽

Rank Determination

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Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323926 ◽

2020 ◽

Author(s):

Shaoquan Zhang ◽

Guorong Zhang ◽

Chengzhi Deng ◽

Jun Li ◽

Shengqian Wang ◽

...

Keyword(s):

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization ◽

Hyperspectral Unmixing

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Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106657 ◽

2021 ◽

Vol 216 ◽

pp. 106657

Author(s):

Jin-Ju Wang ◽

Ding-Cheng Wang ◽

Ting-Zhu Huang ◽

Jie Huang ◽

Xi-Le Zhao ◽

...

Keyword(s):

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization ◽

Hyperspectral Unmixing

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An iterative method for finding the spectral radius of an irreducible nonnegative tensor

Computational and Applied Mathematics ◽

10.1007/s40314-020-01375-5 ◽

2021 ◽

Vol 40 (1) ◽

Author(s):

Junli Zhang ◽

Changjiang Bu

Keyword(s):

Iterative Method ◽

Spectral Radius ◽

Nonnegative Tensor

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Equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '09 ◽

10.1145/1571941.1572069 ◽

2009 ◽

Author(s):

Wei Peng

Keyword(s):

Latent Semantic Analysis ◽

Semantic Analysis ◽

Probabilistic Latent Semantic Analysis ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization

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Blind Signal Separation via Tensor Decomposition With Vandermonde Factor: Canonical Polyadic Decomposition

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2013.2276416 ◽

2013 ◽

Vol 61 (22) ◽

pp. 5507-5519 ◽

Author(s):

Mikael Sorensen ◽

Lieven De Lathauwer

Keyword(s):

Tensor Decomposition ◽

Signal Separation ◽

Blind Signal Separation ◽

Blind Signal ◽

Canonical Polyadic Decomposition

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A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

SIAM Journal on Imaging Sciences ◽

10.1137/120887795 ◽

2013 ◽

Vol 6 (3) ◽

pp. 1758-1789 ◽

Author(s):

Yangyang Xu ◽

Wotao Yin

Keyword(s):

Descent Method ◽

Coordinate Descent ◽

Block Coordinate Descent ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Coordinate Descent Method ◽

Nonnegative Tensor Factorization ◽

Block Coordinate Descent Method

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LiDAR-Aided Total Variation Regularized Nonnegative Tensor Factorization for Hyperspectral Unmixing

10.1109/igarss47720.2021.9553137 ◽

2021 ◽

Author(s):

Atakan Kaya ◽

Kubilay Atas ◽

Sevcan Kahraman

Keyword(s):

Total Variation ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization ◽

Hyperspectral Unmixing

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Probabilistic Tensor Train Decomposition with Automatic Rank Determination from Noisy Data

10.1109/ssp49050.2021.9513808 ◽

2021 ◽

Author(s):

Le Xu ◽

Lei Cheng ◽

Ngai Wong ◽

Yik-Chung Wu

Keyword(s):

Rank Determination

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Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing

10.1109/igarss47720.2021.9554525 ◽

2021 ◽

Author(s):

Meng Ding ◽

Ting-Zhu Huang ◽

Xi-Le Zhao ◽

Jie Lin ◽

Jing-Hua Yang

Keyword(s):

Tensor Decomposition ◽

Nonnegative Tensor ◽

Hyperspectral Unmixing ◽

Nonnegative Tensor Decomposition

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Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2872888 ◽

2019 ◽

Vol 57 (4) ◽

pp. 2341-2357 ◽

Author(s):

Fengchao Xiong ◽

Yuntao Qian ◽

Jun Zhou ◽

Yuan Yan Tang

Keyword(s):

Total Variation ◽

Tensor Factorization ◽

Nonnegative Tensor ◽

Nonnegative Tensor Factorization ◽

Hyperspectral Unmixing

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